xbot

Context

Manual content generation and distribution can bottleneck experiments and audience iteration.

Approach

Implemented an OpenAI-powered automation workflow generating text/images and posting to X and Discord.

Architecture

Prompt templates -> generation services -> media pipeline -> channel posting adapters.

Results

Reduced manual publishing overhead and increased iteration speed for content experiments.

Lessons

Automation quality improves when editorial constraints are encoded up front.

Artifacts

• Repo: https://github.com/kspringfield13/xbot

If I had 2 more weeks...

Add policy guardrails and per-channel adaptive tone tuning.